348 new ideas this week

Level up how you use AI

Real things everyday people got it to do, and how to try them yourself.

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Set up a personalized agent (Mele) to monitor airfare from a baseline

The Hawaii travel account describes testing the AI for an upcoming trip: a personalized agent named Mele monitors airfare against a baseline and checks official travel conditions across the six major Hawaiian islands on a schedule, notifying only on meaningful price changes or visitor-affecting updates. The post carries a paid partnership disclosure.

Triage every dependency update like a supply-chain investigation

The solo maintainer of the karasu modeling language runs dependency updates through an AI skill that investigates each Dependabot PR before anyone merges: release notes, the diff between tags, publisher or ownership changes, install-time scripts, lockfile edges and known advisories, written up as merge, hold or reject recommendations in a design doc. In the week of Oct 10–17 three triage rounds fed 88 merged PRs (16 from Dependabot) and 12 architecture decision records, and the process caught a rebuilt lockfile silently moving a package off the reviewed version.

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.